{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Using custom data configuration default-160aefbd807eece8\n",
      "Reusing dataset csv (/data/chenxingran/huggingface/datasets/csv/default-160aefbd807eece8/0.0.0/433e0ccc46f9880962cc2b12065189766fbb2bee57a221866138fb9203c83519)\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "acbd0ce8c2124b1a9e99387fcf1cb67f",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "  0%|          | 0/1 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from run_st2 import get_BIO_all\n",
    "from datasets import load_dataset\n",
    "\n",
    "\n",
    "datasets = load_dataset(\"csv\", data_files=\"/data/chenxingran/CASE2022/src/CausalNewsCorpus/data/train_subtask2_grouped.csv\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "e63065613bd949199aac7ab9f9d4ed93",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "  0%|          | 0/3 [00:00<?, ?ba/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "DatasetDict({\n",
      "    train: Dataset({\n",
      "        features: ['corpus', 'doc_id', 'sent_id', 'eg_id', 'index', 'text', 'causal_text_w_pairs', 'num_rs', 'tokens', 'ce_tags', 's_tags'],\n",
      "        num_rows: 2948\n",
      "    })\n",
      "})\n"
     ]
    }
   ],
   "source": [
    "def preprocessing(examples):\n",
    "    all_tokens = []\n",
    "    all_ce_tags = []\n",
    "    all_s_tags = []\n",
    "    outputs = {}\n",
    "    \n",
    "    for k in examples.keys():\n",
    "        outputs[k] = []\n",
    "\n",
    "\n",
    "    for i, causal_text_w_pairs in enumerate(examples[\"causal_text_w_pairs\"]):\n",
    "        causal_text_w_pairs = eval(causal_text_w_pairs)\n",
    "        if len(causal_text_w_pairs) > 0:\n",
    "            for text in causal_text_w_pairs:\n",
    "                tokens, ce_tags, s_tags = get_BIO_all(text)\n",
    "                all_tokens.append(tokens)\n",
    "                all_ce_tags.append(ce_tags)\n",
    "                all_s_tags.append(s_tags)\n",
    "                for k, v in examples.items():\n",
    "                    outputs[k].append(v[i])\n",
    "        else:\n",
    "            tokens, ce_tags, s_tags = get_BIO_all(examples[\"text\"][i])\n",
    "            all_tokens.append(tokens)\n",
    "            all_ce_tags.append(ce_tags)\n",
    "            all_s_tags.append(s_tags)       \n",
    "            for k, v in examples.items():\n",
    "                outputs[k].append(v[i])\n",
    "    return {\"tokens\": all_tokens, \"ce_tags\": all_ce_tags, \"s_tags\": all_s_tags, **outputs}\n",
    "\n",
    "datasets = datasets.map(preprocessing, batched=True, remove_columns=datasets['train'].column_names)\n",
    "print(datasets)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "DatasetDict({\n",
       "    train: Dataset({\n",
       "        features: ['corpus', 'doc_id', 'sent_id', 'eg_id', 'index', 'text', 'causal_text_w_pairs', 'num_rs', 'tokens', 'ce_tags', 's_tags'],\n",
       "        num_rows: 2948\n",
       "    })\n",
       "})"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "datasets"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<ARG1>The farmworkers ' strike resumed on Tuesday</ARG1> when <ARG0>their demands were not met</ARG0> .\n",
      "(['The', 'farmworkers', \"'\", 'strike', 'resumed', 'on', 'Tuesday', 'when', 'their', 'demands', 'were', 'not', 'met', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG0>The attack on Karayogams</ARG0> <ARG1>had <SIG0>sparked</SIG0> sharp reactions from the CPM leaders</ARG1> .\n",
      "(['The', 'attack', 'on', 'Karayogams', 'had', 'sparked', 'sharp', 'reactions', 'from', 'the', 'CPM', 'leaders', '.'], ['B-C', 'I-C', 'I-C', 'I-C', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O'], ['O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>The strike began on September 9</ARG1> , <ARG0>with Numsa <SIG0>demanding</SIG0> a double-digit percentage increase</ARG0> .\n",
      "(['The', 'strike', 'began', 'on', 'September', '9', ',', 'with', 'Numsa', 'demanding', 'a', 'double-digit', 'percentage', 'increase', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG0>Some police personnel intervened</ARG0> and <ARG1>urged them to give up their protest</ARG1> - but to no avail .\n",
      "(['Some', 'police', 'personnel', 'intervened', 'and', 'urged', 'them', 'to', 'give', 'up', 'their', 'protest', '-', 'but', 'to', 'no', 'avail', '.'], ['B-C', 'I-C', 'I-C', 'I-C', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'O', 'O', 'O', 'O', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>Two bus drivers were hurt</ARG1> in <ARG0>the attacks</ARG0> .\n",
      "(['Two', 'bus', 'drivers', 'were', 'hurt', 'in', 'the', 'attacks', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG0>Hartal supporters pelted stones at a KSRTC bus at Karamana</ARG0> <ARG1><SIG0>injuring</SIG0> driver Babu</ARG1> .\n",
      "(['Hartal', 'supporters', 'pelted', 'stones', 'at', 'a', 'KSRTC', 'bus', 'at', 'Karamana', 'injuring', 'driver', 'Babu', '.'], ['B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'B-E', 'I-E', 'I-E', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O'])\n",
      "<ARG0>The violence in Yuen Long</ARG0> <SIG0>has <ARG1>heightened</SIG0> tensions and fears of further attacks</ARG1> .\n",
      "(['The', 'violence', 'in', 'Yuen', 'Long', 'has', 'heightened', 'tensions', 'and', 'fears', 'of', 'further', 'attacks', '.'], ['B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O'], ['O', 'O', 'O', 'O', 'O', 'B-S', 'I-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>The NIA wanted to catch Akram alive</ARG1> <SIG0>as</SIG0> <ARG0>he could provide clues in resolving the blast case</ARG0> .\n",
      "(['The', 'NIA', 'wanted', 'to', 'catch', 'Akram', 'alive', 'as', 'he', 'could', 'provide', 'clues', 'in', 'resolving', 'the', 'blast', 'case', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>Two more youths were arrested later</ARG1> <SIG0>for</SIG0> <ARG0>allegedly being involved in the blast</ARG0> .\n",
      "(['Two', 'more', 'youths', 'were', 'arrested', 'later', 'for', 'allegedly', 'being', 'involved', 'in', 'the', 'blast', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>The clash took place</ARG1> <SIG0>over</SIG0> <ARG0>use of the field</ARG0> .\n",
      "(['The', 'clash', 'took', 'place', 'over', 'use', 'of', 'the', 'field', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>The government has blamed separatist forces from Xinjiang</ARG1> <SIG0>for</SIG0> <ARG0>the attack</ARG0> .\n",
      "(['The', 'government', 'has', 'blamed', 'separatist', 'forces', 'from', 'Xinjiang', 'for', 'the', 'attack', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O'])\n",
      "<ARG1>Over 60,000 pupils were left stranded</ARG1> <SIG0>by</SIG0> <ARG0>the strike</ARG0> .\n",
      "(['Over', '60,000', 'pupils', 'were', 'left', 'stranded', 'by', 'the', 'strike', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O'])\n",
      "<ARG1>All the 417 guards in the suburban section refused to work extra hours</ARG1> <ARG0>in protest</ARG0> .\n",
      "(['All', 'the', '417', 'guards', 'in', 'the', 'suburban', 'section', 'refused', 'to', 'work', 'extra', 'hours', 'in', 'protest', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'B-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>Shiv Sena workers , including some legislators , today staged demonstrations against Karnataka Chief Minister B S Yeddyurappa here</ARG1> , <ARG0><SIG0>protesting</SIG0> the ' forcible installation ' of a Kannadiga mayor in Marathi-dominated Belgaum city</ARG0> .\n",
      "(['Shiv', 'Sena', 'workers', ',', 'including', 'some', 'legislators', ',', 'today', 'staged', 'demonstrations', 'against', 'Karnataka', 'Chief', 'Minister', 'B', 'S', 'Yeddyurappa', 'here', ',', 'protesting', 'the', \"'\", 'forcible', 'installation', \"'\", 'of', 'a', 'Kannadiga', 'mayor', 'in', 'Marathi-dominated', 'Belgaum', 'city', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>Shiv Sena workers , including some legislators , today staged demonstrations</ARG1> <ARG0>against Karnataka Chief Minister B S Yeddyurappa</ARG0> here , protesting the ' forcible installation ' of a Kannadiga mayor in Marathi-dominated Belgaum city .\n",
      "(['Shiv', 'Sena', 'workers', ',', 'including', 'some', 'legislators', ',', 'today', 'staged', 'demonstrations', 'against', 'Karnataka', 'Chief', 'Minister', 'B', 'S', 'Yeddyurappa', 'here', ',', 'protesting', 'the', \"'\", 'forcible', 'installation', \"'\", 'of', 'a', 'Kannadiga', 'mayor', 'in', 'Marathi-dominated', 'Belgaum', 'city', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>Search is on</ARG1> <ARG0><SIG0>to</SIG0> trace and recover the abducted people</ARG0> , \" he said .\n",
      "(['Search', 'is', 'on', 'to', 'trace', 'and', 'recover', 'the', 'abducted', 'people', ',', '\"', 'he', 'said', '.'], ['B-E', 'I-E', 'I-E', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O', 'O', 'O', 'O', 'O'], ['O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<SIG0>Following</SIG0> <ARG0>the incident</ARG0> , <ARG1>the labourers went on a dharna</ARG1> and stopped work .\n",
      "(['Following', 'the', 'incident', ',', 'the', 'labourers', 'went', 'on', 'a', 'dharna', 'and', 'stopped', 'work', '.'], ['O', 'B-C', 'I-C', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'O', 'O', 'O'], ['B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "Following the incident , <ARG0>the labourers went on a dharna</ARG0> and <ARG1>stopped work</ARG1> .\n",
      "(['Following', 'the', 'incident', ',', 'the', 'labourers', 'went', 'on', 'a', 'dharna', 'and', 'stopped', 'work', '.'], ['O', 'O', 'O', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O', 'B-E', 'I-E', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "`` <ARG1>Talks are underway</ARG1> <ARG0><SIG1>to</SIG1> solve the wage dispute and <SIG0>to</SIG0> end the strike</ARG0> , '' she said .\n",
      "(['``', 'Talks', 'are', 'underway', 'to', 'solve', 'the', 'wage', 'dispute', 'and', 'to', 'end', 'the', 'strike', ',', \"''\", 'she', 'said', '.'], ['O', 'B-E', 'I-E', 'I-E', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O', 'O', 'O', 'O', 'O'], ['O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>Hundreds of locals on Monday blocked NH 55 for six hours</ARG1> <ARG0><SIG0>demanding</SIG0> scraping of the MoU</ARG0> .\n",
      "(['Hundreds', 'of', 'locals', 'on', 'Monday', 'blocked', 'NH', '55', 'for', 'six', 'hours', 'demanding', 'scraping', 'of', 'the', 'MoU', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>The blockade was lifted</ARG1> <SIG0>following</SIG0> <ARG0>an assurance from ADM Debraj Senapati and the additional SP J. Mahapatra</ARG0> to apprise the State Government of their demand .\n",
      "(['The', 'blockade', 'was', 'lifted', 'following', 'an', 'assurance', 'from', 'ADM', 'Debraj', 'Senapati', 'and', 'the', 'additional', 'SP', 'J.', 'Mahapatra', 'to', 'apprise', 'the', 'State', 'Government', 'of', 'their', 'demand', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'], ['O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>The blockade was lifted</ARG1> following an assurance from ADM Debraj Senapati and the additional SP J. Mahapatra <ARG0><SIG0>to</SIG0> apprise the State Government of their demand</ARG0> .\n",
      "(['The', 'blockade', 'was', 'lifted', 'following', 'an', 'assurance', 'from', 'ADM', 'Debraj', 'Senapati', 'and', 'the', 'additional', 'SP', 'J.', 'Mahapatra', 'to', 'apprise', 'the', 'State', 'Government', 'of', 'their', 'demand', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>The clashes erupted</ARG1> after <ARG0>a youth belonging to a minority Muslim sect was allegedly severely injured in a thrashing by a youth from the majority sect</ARG0> following an altercation .\n",
      "(['The', 'clashes', 'erupted', 'after', 'a', 'youth', 'belonging', 'to', 'a', 'minority', 'Muslim', 'sect', 'was', 'allegedly', 'severely', 'injured', 'in', 'a', 'thrashing', 'by', 'a', 'youth', 'from', 'the', 'majority', 'sect', 'following', 'an', 'altercation', '.'], ['B-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O', 'O', 'O', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "The clashes erupted after <ARG1>a youth belonging to a minority Muslim sect was allegedly severely injured in a thrashing by a youth from the majority sect</ARG1> <SIG0>following</SIG0> <ARG0>an altercation</ARG0> .\n",
      "(['The', 'clashes', 'erupted', 'after', 'a', 'youth', 'belonging', 'to', 'a', 'minority', 'Muslim', 'sect', 'was', 'allegedly', 'severely', 'injured', 'in', 'a', 'thrashing', 'by', 'a', 'youth', 'from', 'the', 'majority', 'sect', 'following', 'an', 'altercation', '.'], ['O', 'O', 'O', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O'])\n",
      "<ARG1>Lawyers convinced them to accept bail</ARG1> <ARG0><SIG0>to</SIG0> continue their campaign</ARG0> .\n",
      "(['Lawyers', 'convinced', 'them', 'to', 'accept', 'bail', 'to', 'continue', 'their', 'campaign', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'B-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>A former state minister was also booked</ARG1> <SIG0>for</SIG0> <ARG0>inciting violence</ARG0> .\n",
      "(['A', 'former', 'state', 'minister', 'was', 'also', 'booked', 'for', 'inciting', 'violence', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O'])\n",
      "<ARG1>Thackeray demanded the state postpone HSC exams</ARG1> <SIG0>in view of</SIG0> <ARG0>the strike</ARG0> .\n",
      "(['Thackeray', 'demanded', 'the', 'state', 'postpone', 'HSC', 'exams', 'in', 'view', 'of', 'the', 'strike', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'O', 'O', 'B-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'I-S', 'I-S', 'O', 'O', 'O'])\n",
      "<ARG1>It has organised a political convention</ARG1> <ARG0><SIG0>to</SIG0> mobilise support to secular forces</ARG0> .\n",
      "(['It', 'has', 'organised', 'a', 'political', 'convention', 'to', 'mobilise', 'support', 'to', 'secular', 'forces', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "In 2009 , <ARG0>riots broke out in the capital</ARG0> , Urumqui , and <SIG0>in their wake</SIG0> , <ARG1>mass arrests were made and many Uyghurs were imprisoned or “ disappeared ”</ARG1> .\n",
      "(['In', '2009', ',', 'riots', 'broke', 'out', 'in', 'the', 'capital', ',', 'Urumqui', ',', 'and', 'in', 'their', 'wake', ',', 'mass', 'arrests', 'were', 'made', 'and', 'many', 'Uyghurs', 'were', 'imprisoned', 'or', '“', 'disappeared', '”', '.'], ['O', 'O', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'I-S', 'I-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>At least one demonstrator was briefly detained</ARG1> when <ARG0>he unfolded a banner</ARG0> , witnesses said .\n",
      "(['At', 'least', 'one', 'demonstrator', 'was', 'briefly', 'detained', 'when', 'he', 'unfolded', 'a', 'banner', ',', 'witnesses', 'said', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'O', 'O', 'O', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG0>Suddenly the situation flared up</ARG0> and <ARG1>the vehicle was vandalised</ARG1> .\n",
      "(['Suddenly', 'the', 'situation', 'flared', 'up', 'and', 'the', 'vehicle', 'was', 'vandalised', '.'], ['B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "After <ARG0>the jawans left</ARG0> , <ARG1>the Kaliachak police station was attacked</ARG1>  .\n",
      "(['After', 'the', 'jawans', 'left', ',', 'the', 'Kaliachak', 'police', 'station', 'was', 'attacked', '', '.'], ['O', 'B-C', 'I-C', 'I-C', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG0>Dissatisfied with the package</ARG0> , <ARG1>workers staged an all-nigh sit-in</ARG1> .\n",
      "(['Dissatisfied', 'with', 'the', 'package', ',', 'workers', 'staged', 'an', 'all-nigh', 'sit-in', '.'], ['B-C', 'I-C', 'I-C', 'I-C', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>Three people were killed and 69 others injured</ARG1> in <ARG0>the explosion</ARG0> .\n",
      "(['Three', 'people', 'were', 'killed', 'and', '69', 'others', 'injured', 'in', 'the', 'explosion', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>Students and teachers of physical education relaunched their protest</ARG1> <ARG0>against the appointment of general teachers for physical education work in schools</ARG0> .\n",
      "(['Students', 'and', 'teachers', 'of', 'physical', 'education', 'relaunched', 'their', 'protest', 'against', 'the', 'appointment', 'of', 'general', 'teachers', 'for', 'physical', 'education', 'work', 'in', 'schools', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG0>The bombing</ARG0> <ARG1><SIG0>created</SIG0> panic among villagers</ARG1> .\n",
      "(['The', 'bombing', 'created', 'panic', 'among', 'villagers', '.'], ['B-C', 'I-C', 'B-E', 'I-E', 'I-E', 'I-E', 'O'], ['O', 'O', 'B-S', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>The police claimed they were killed</ARG1> <SIG0>while</SIG0> <ARG0>trying to blow up the local bus station</ARG0> .\n",
      "(['The', 'police', 'claimed', 'they', 'were', 'killed', 'while', 'trying', 'to', 'blow', 'up', 'the', 'local', 'bus', 'station', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG0>The clashes</ARG0> <ARG1><SIG0>left</SIG0> at least six students and a security guard injured</ARG1> .\n",
      "(['The', 'clashes', 'left', 'at', 'least', 'six', 'students', 'and', 'a', 'security', 'guard', 'injured', '.'], ['B-C', 'I-C', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O'], ['O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG0>The clash</ARG0> <ARG1><SIG0>left</SIG0> at least three students injured</ARG1> .\n",
      "(['The', 'clash', 'left', 'at', 'least', 'three', 'students', 'injured', '.'], ['B-C', 'I-C', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O'], ['O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "When <ARG0>a security guard tried to intervene</ARG0> , <ARG1>he was brutally assaulted</ARG1> .\n",
      "(['When', 'a', 'security', 'guard', 'tried', 'to', 'intervene', ',', 'he', 'was', 'brutally', 'assaulted', '.'], ['O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>Two civilians also received gun shot wounds</ARG1> in <ARG0>the firing</ARG0> .\n",
      "(['Two', 'civilians', 'also', 'received', 'gun', 'shot', 'wounds', 'in', 'the', 'firing', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>The relay fast</ARG1> is <ARG0><SIG0>a way of</SIG0> supporting Anna from Pune</ARG0> .\n",
      "(['The', 'relay', 'fast', 'is', 'a', 'way', 'of', 'supporting', 'Anna', 'from', 'Pune', '.'], ['B-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'B-S', 'I-S', 'I-S', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>Villagers staged protests</ARG1> , <ARG0><SIG0>demanding</SIG0> that the department resume ‘ Operation Elephant ’</ARG0> .\n",
      "(['Villagers', 'staged', 'protests', ',', 'demanding', 'that', 'the', 'department', 'resume', '‘', 'Operation', 'Elephant', '’', '.'], ['B-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>There was a shutdown in various towns in Jammu regions</ARG1> <ARG0>against the incident</ARG0> .\n",
      "(['There', 'was', 'a', 'shutdown', 'in', 'various', 'towns', 'in', 'Jammu', 'regions', 'against', 'the', 'incident', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'B-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>Seven people - four militants and three security personnel - were killed</ARG1> in <ARG0>the first two days of the battle</ARG0> .\n",
      "(['Seven', 'people', '-', 'four', 'militants', 'and', 'three', 'security', 'personnel', '-', 'were', 'killed', 'in', 'the', 'first', 'two', 'days', 'of', 'the', 'battle', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<SIG0>If</SIG0> <ARG0>an agreement was not reached</ARG0> <ARG1>the protests would continue</ARG1> , Gumede said .\n",
      "(['If', 'an', 'agreement', 'was', 'not', 'reached', 'the', 'protests', 'would', 'continue', ',', 'Gumede', 'said', '.'], ['O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'B-E', 'I-E', 'I-E', 'I-E', 'O', 'O', 'O', 'O'], ['B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>ANC deputy president Jacob Zuma had to intervene</ARG1> when <ARG0>the noise became too disruptive</ARG0> .\n",
      "(['ANC', 'deputy', 'president', 'Jacob', 'Zuma', 'had', 'to', 'intervene', 'when', 'the', 'noise', 'became', 'too', 'disruptive', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG0>The blast was <SIG0>so intense</ARG0> that</SIG0> <ARG1>the motorbike split into pieces</ARG1> .\n",
      "(['The', 'blast', 'was', 'so', 'intense', 'that', 'the', 'motorbike', 'split', 'into', 'pieces', '.'], ['B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O'], ['O', 'O', 'O', 'B-S', 'I-S', 'I-S', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>The strike will be intensified</ARG1> after <ARG0>consulting with like-minded people</ARG0> , he added .\n",
      "(['The', 'strike', 'will', 'be', 'intensified', 'after', 'consulting', 'with', 'like-minded', 'people', ',', 'he', 'added', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'O', 'O', 'O', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>On this day in 1956 around 20,000 women participated in a national march</ARG1> <ARG0><SIG0>to</SIG0> protest</ARG0> against pass law legislation , which required non-white South Africans to carry a document on them to prove that they were allowed to enter `` white areas '' .\n",
      "(['On', 'this', 'day', 'in', '1956', 'around', '20,000', 'women', 'participated', 'in', 'a', 'national', 'march', 'to', 'protest', 'against', 'pass', 'law', 'legislation', ',', 'which', 'required', 'non-white', 'South', 'Africans', 'to', 'carry', 'a', 'document', 'on', 'them', 'to', 'prove', 'that', 'they', 'were', 'allowed', 'to', 'enter', '``', 'white', 'areas', \"''\", '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'B-C', 'I-C', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "On this day in 1956 around 20,000 women participated in a national march <ARG1>to protest</ARG1> <ARG0>against pass law legislation</ARG0> , which required non-white South Africans to carry a document on them to prove that they were allowed to enter `` white areas '' .\n",
      "(['On', 'this', 'day', 'in', '1956', 'around', '20,000', 'women', 'participated', 'in', 'a', 'national', 'march', 'to', 'protest', 'against', 'pass', 'law', 'legislation', ',', 'which', 'required', 'non-white', 'South', 'Africans', 'to', 'carry', 'a', 'document', 'on', 'them', 'to', 'prove', 'that', 'they', 'were', 'allowed', 'to', 'enter', '``', 'white', 'areas', \"''\", '.'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-E', 'I-E', 'B-C', 'I-C', 'I-C', 'I-C', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "On this day in 1956 around 20,000 women participated in a national march to protest against pass law legislation , <ARG1>which required non-white South Africans to carry a document on them</ARG1> <ARG0><SIG0>to</SIG0> prove that they were allowed to enter `` white areas ''</ARG0> .\n",
      "(['On', 'this', 'day', 'in', '1956', 'around', '20,000', 'women', 'participated', 'in', 'a', 'national', 'march', 'to', 'protest', 'against', 'pass', 'law', 'legislation', ',', 'which', 'required', 'non-white', 'South', 'Africans', 'to', 'carry', 'a', 'document', 'on', 'them', 'to', 'prove', 'that', 'they', 'were', 'allowed', 'to', 'enter', '``', 'white', 'areas', \"''\", '.'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>Amplats workers went on strike on September 12</ARG1> , <ARG0><SIG0>demanding</SIG0> a monthly salary of R16,000</ARG0> .\n",
      "(['Amplats', 'workers', 'went', 'on', 'strike', 'on', 'September', '12', ',', 'demanding', 'a', 'monthly', 'salary', 'of', 'R16,000', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>Police took into custody fifteen activists</ARG1> <SIG0>for</SIG0> <ARG0>blocking the traffic in Visakhapatnam</ARG0> .\n",
      "(['Police', 'took', 'into', 'custody', 'fifteen', 'activists', 'for', 'blocking', 'the', 'traffic', 'in', 'Visakhapatnam', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG0>The incident</ARG0> <ARG1><SIG0>triggered</SIG0> outrage across the country and was <SIG1>condemned</SIG1> as despicable and shameful <SIG2>stirring</SIG2> memories of a similar attack last December in New Delhi that sparked nationwide protests</ARG1> .\n",
      "(['The', 'incident', 'triggered', 'outrage', 'across', 'the', 'country', 'and', 'was', 'condemned', 'as', 'despicable', 'and', 'shameful', 'stirring', 'memories', 'of', 'a', 'similar', 'attack', 'last', 'December', 'in', 'New', 'Delhi', 'that', 'sparked', 'nationwide', 'protests', '.'], ['B-C', 'I-C', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O'], ['O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "The incident triggered outrage across the country and was condemned as despicable and shameful stirring memories of <ARG0>a similar attack last December in New Delhi</ARG0> <SIG0>that <ARG1>sparked</SIG0> nationwide protests</ARG1> .\n",
      "(['The', 'incident', 'triggered', 'outrage', 'across', 'the', 'country', 'and', 'was', 'condemned', 'as', 'despicable', 'and', 'shameful', 'stirring', 'memories', 'of', 'a', 'similar', 'attack', 'last', 'December', 'in', 'New', 'Delhi', 'that', 'sparked', 'nationwide', 'protests', '.'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O', 'B-E', 'I-E', 'I-E', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'I-S', 'O', 'O', 'O'])\n",
      "<ARG1>They reacted angrily</ARG1> when <ARG0>mayor James Nxumalo was not available to accept their memorandum</ARG0> .\n",
      "(['They', 'reacted', 'angrily', 'when', 'mayor', 'James', 'Nxumalo', 'was', 'not', 'available', 'to', 'accept', 'their', 'memorandum', '.'], ['B-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "Students declare that <ARG1>they cannot continue agitation</ARG1> <SIG0>as</SIG0> <ARG0>they have to concentrate on exams</ARG0>\n",
      "(['Students', 'declare', 'that', 'they', 'cannot', 'continue', 'agitation', 'as', 'they', 'have', 'to', 'concentrate', 'on', 'exams'], ['O', 'O', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG0>The stone pelting</ARG0> <ARG1><SIG0>resulted in</SIG0> injuries to about 12 security personnel</ARG1> , he said .\n",
      "(['The', 'stone', 'pelting', 'resulted', 'in', 'injuries', 'to', 'about', '12', 'security', 'personnel', ',', 'he', 'said', '.'], ['B-C', 'I-C', 'I-C', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'O', 'O', 'O'], ['O', 'O', 'O', 'B-S', 'I-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG0>The Maoists hit back with a vengeance within 48 hours</ARG0> , <ARG1>butchering 76 security personnel</ARG1> .\n",
      "(['The', 'Maoists', 'hit', 'back', 'with', 'a', 'vengeance', 'within', '48', 'hours', ',', 'butchering', '76', 'security', 'personnel', '.'], ['B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>The protest was called off in the evening</ARG1> <SIG0>following</SIG0> <ARG0>discussions with officials</ARG0> .\n",
      "(['The', 'protest', 'was', 'called', 'off', 'in', 'the', 'evening', 'following', 'discussions', 'with', 'officials', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O'])\n",
      "<SIG0>Following</SIG0> <ARG0>the protest</ARG0> , <ARG1>traffic on the highway was paralysed for some time</ARG1> .\n",
      "(['Following', 'the', 'protest', ',', 'traffic', 'on', 'the', 'highway', 'was', 'paralysed', 'for', 'some', 'time', '.'], ['O', 'B-C', 'I-C', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O'], ['B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<SIG0>As a result of</SIG0> <ARG0>the protests</ARG0> <ARG1>schools were closed , buses and taxis were not operating</ARG1> .\n",
      "(['As', 'a', 'result', 'of', 'the', 'protests', 'schools', 'were', 'closed', ',', 'buses', 'and', 'taxis', 'were', 'not', 'operating', '.'], ['O', 'O', 'O', 'O', 'B-C', 'I-C', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O'], ['B-S', 'I-S', 'I-S', 'I-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>The protestors came out on the highway with bullock carts</ARG1> <ARG0><SIG0>to</SIG0> stop the vehicular traffic</ARG0> .\n",
      "(['The', 'protestors', 'came', 'out', 'on', 'the', 'highway', 'with', 'bullock', 'carts', 'to', 'stop', 'the', 'vehicular', 'traffic', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O'])\n",
      "He said <ARG1>action would be taken</ARG1> <ARG0>against those found involved in attacks on vehicles</ARG0> .\n",
      "(['He', 'said', 'action', 'would', 'be', 'taken', 'against', 'those', 'found', 'involved', 'in', 'attacks', 'on', 'vehicles', '.'], ['O', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "Earlier , <ARG1>residents gathered outside the police station</ARG1> <ARG0><SIG0>to</SIG0> protest</ARG0> about the murders .\n",
      "(['Earlier', ',', 'residents', 'gathered', 'outside', 'the', 'police', 'station', 'to', 'protest', 'about', 'the', 'murders', '.'], ['O', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'B-C', 'I-C', 'O', 'O', 'O', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O'])\n",
      "Earlier , residents gathered outside the police station <ARG1>to protest</ARG1> <SIG0>about</SIG0> <ARG0>the murders</ARG0> .\n",
      "(['Earlier', ',', 'residents', 'gathered', 'outside', 'the', 'police', 'station', 'to', 'protest', 'about', 'the', 'murders', '.'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-E', 'I-E', 'O', 'B-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O'])\n",
      "<ARG1>Violence broke out</ARG1> when <ARG0>DYFI members protested</ARG0> against a Youth Congress meeting being held at the junction .\n",
      "(['Violence', 'broke', 'out', 'when', 'DYFI', 'members', 'protested', 'against', 'a', 'Youth', 'Congress', 'meeting', 'being', 'held', 'at', 'the', 'junction', '.'], ['B-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "Violence broke out when <ARG1>DYFI members protested</ARG1> <ARG0>against a Youth Congress meeting being held at the junction</ARG0> .\n",
      "(['Violence', 'broke', 'out', 'when', 'DYFI', 'members', 'protested', 'against', 'a', 'Youth', 'Congress', 'meeting', 'being', 'held', 'at', 'the', 'junction', '.'], ['O', 'O', 'O', 'O', 'B-E', 'I-E', 'I-E', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>About 120 PG students are on strike</ARG1> <ARG0><SIG0>demanding</SIG0> payment of their stipend arrears</ARG0> .\n",
      "(['About', '120', 'PG', 'students', 'are', 'on', 'strike', 'demanding', 'payment', 'of', 'their', 'stipend', 'arrears', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>The decision was taken</ARG1> after <ARG0>hundreds of KSRP personnel and their family members staged a protest in Koramangala</ARG0> blocking traffic for more than eight hours on Wednesday .\n",
      "(['The', 'decision', 'was', 'taken', 'after', 'hundreds', 'of', 'KSRP', 'personnel', 'and', 'their', 'family', 'members', 'staged', 'a', 'protest', 'in', 'Koramangala', 'blocking', 'traffic', 'for', 'more', 'than', 'eight', 'hours', 'on', 'Wednesday', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "The decision was taken after <ARG0>hundreds of KSRP personnel and their family members staged a protest in Koramangala</ARG0> <ARG1><SIG0>blocking</SIG0> traffic for more than eight hours on Wednesday</ARG1> .\n",
      "(['The', 'decision', 'was', 'taken', 'after', 'hundreds', 'of', 'KSRP', 'personnel', 'and', 'their', 'family', 'members', 'staged', 'a', 'protest', 'in', 'Koramangala', 'blocking', 'traffic', 'for', 'more', 'than', 'eight', 'hours', 'on', 'Wednesday', '.'], ['O', 'O', 'O', 'O', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>The workers went on strike five weeks ago</ARG1> <ARG0><SIG0>demanding</SIG0> a minimum pay of R9000 a month</ARG0> .\n",
      "(['The', 'workers', 'went', 'on', 'strike', 'five', 'weeks', 'ago', 'demanding', 'a', 'minimum', 'pay', 'of', 'R9000', 'a', 'month', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>Implats fired 17,200 workers</ARG1> after <ARG0>they refused to go back to their jobs</ARG0> .\n",
      "(['Implats', 'fired', '17,200', 'workers', 'after', 'they', 'refused', 'to', 'go', 'back', 'to', 'their', 'jobs', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG0>The strike</ARG0> <ARG1><SIG0>has led</SIG0> losses worth Rs 10,000 crore per day to different stakeholders</ARG1> .\n",
      "(['The', 'strike', 'has', 'led', 'losses', 'worth', 'Rs', '10,000', 'crore', 'per', 'day', 'to', 'different', 'stakeholders', '.'], ['B-C', 'I-C', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O'], ['O', 'O', 'B-S', 'I-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<SIG0>Despite</SIG0> <ARG0>the march being peaceful</ARG0> , <ARG1>most of the businesses in the inner city were closed</ARG1> .\n",
      "(['Despite', 'the', 'march', 'being', 'peaceful', ',', 'most', 'of', 'the', 'businesses', 'in', 'the', 'inner', 'city', 'were', 'closed', '.'], ['O', 'B-C', 'I-C', 'I-C', 'I-C', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O'], ['B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>RDSC has held numerous agitations</ARG1> <SIG0>for</SIG0> <ARG0>restoration of night movement of trains</ARG0> .\n",
      "(['RDSC', 'has', 'held', 'numerous', 'agitations', 'for', 'restoration', 'of', 'night', 'movement', 'of', 'trains', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG0>The burnt-down police station</ARG0> <ARG1>was repaired and given a fresh coat of paint overnight</ARG1> .\n",
      "(['The', 'burnt-down', 'police', 'station', 'was', 'repaired', 'and', 'given', 'a', 'fresh', 'coat', 'of', 'paint', 'overnight', '.'], ['B-C', 'I-C', 'I-C', 'I-C', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG0>Terrorist attack on the Pathankot airbase</ARG0> <ARG1><SIG0>exposed</SIG0> another chink in our media armour</ARG1> .\n",
      "(['Terrorist', 'attack', 'on', 'the', 'Pathankot', 'airbase', 'exposed', 'another', 'chink', 'in', 'our', 'media', 'armour', '.'], ['B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG0>The Pathankot incident</ARG0> <ARG1>too exposed how far the malignant cancer of corruption has spread</ARG1> .\n",
      "(['The', 'Pathankot', 'incident', 'too', 'exposed', 'how', 'far', 'the', 'malignant', 'cancer', 'of', 'corruption', 'has', 'spread', '.'], ['B-C', 'I-C', 'I-C', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>As many as 38 police personnel , including women police , sustained injuries</ARG1> in <ARG0>the clash</ARG0> .\n",
      "(['As', 'many', 'as', '38', 'police', 'personnel', ',', 'including', 'women', 'police', ',', 'sustained', 'injuries', 'in', 'the', 'clash', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>We will continue our strike</ARG1> <SIG0>till</SIG0> <ARG0>we get an assurance from the Government</ARG0> .\n",
      "(['We', 'will', 'continue', 'our', 'strike', 'till', 'we', 'get', 'an', 'assurance', 'from', 'the', 'Government', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>They vowed to keep demonstrating</ARG1> <SIG0>until</SIG0> <ARG0>Khanyile was released on bail</ARG0> .\n",
      "(['They', 'vowed', 'to', 'keep', 'demonstrating', 'until', 'Khanyile', 'was', 'released', 'on', 'bail', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>They then decided to call off the protest</ARG1> <SIG0>as</SIG0> <ARG0>the police had ceded to their demand</ARG0> .\n",
      "(['They', 'then', 'decided', 'to', 'call', 'off', 'the', 'protest', 'as', 'the', 'police', 'had', 'ceded', 'to', 'their', 'demand', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "In all , <ARG1>three persons who included two MRPS workers died</ARG1> in the incident <SIG0>due to</SIG0> <ARG0>burns</ARG0> .\n",
      "(['In', 'all', ',', 'three', 'persons', 'who', 'included', 'two', 'MRPS', 'workers', 'died', 'in', 'the', 'incident', 'due', 'to', 'burns', '.'], ['O', 'O', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'O', 'O', 'O', 'O', 'B-C', 'I-C'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'I-S', 'O', 'O'])\n",
      "In all , <ARG1>three persons who included two MRPS workers died</ARG1> in <ARG0>the incident</ARG0> due to burns .\n",
      "(['In', 'all', ',', 'three', 'persons', 'who', 'included', 'two', 'MRPS', 'workers', 'died', 'in', 'the', 'incident', 'due', 'to', 'burns', '.'], ['O', 'O', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'O', 'O', 'O', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>Two protestors were shot dead , allegedly by police , on Monday</ARG1> during <ARG0>a service delivery protest</ARG0> .\n",
      "(['Two', 'protestors', 'were', 'shot', 'dead', ',', 'allegedly', 'by', 'police', ',', 'on', 'Monday', 'during', 'a', 'service', 'delivery', 'protest', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>Two protestors were shot dead</ARG1> , allegedly <SIG0>by</SIG0> <ARG0>police , on Monday during a service delivery protest</ARG0> .\n",
      "(['Two', 'protestors', 'were', 'shot', 'dead', ',', 'allegedly', 'by', 'police', ',', 'on', 'Monday', 'during', 'a', 'service', 'delivery', 'protest', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'O', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "He said <ARG0>incidents of protest</ARG0> <ARG1><SIG0>affected</SIG0> voting stations in areas</ARG1> including Mahikeng and Marikana in North West ; Malamulelele , Musina , Mogalakwena , and Northhampton , in Limpopo ; Bushbuckridge in Mpumalanaga ; Khayelitsha in the Western Cape ; Denver , George Koch , and Orange Farm in Gauteng ; Ethekwini and Jozini in KwaZulu-Natal ; Nelson Mandela Bay , Butterworth , and OR Tambo in the Eastern Cape ; Pampierstad in the Northern Cape ; and Maluti-a-Phofung in the Free State .\n",
      "(['He', 'said', 'incidents', 'of', 'protest', 'affected', 'voting', 'stations', 'in', 'areas', 'including', 'Mahikeng', 'and', 'Marikana', 'in', 'North', 'West', ';', 'Malamulelele', ',', 'Musina', ',', 'Mogalakwena', ',', 'and', 'Northhampton', ',', 'in', 'Limpopo', ';', 'Bushbuckridge', 'in', 'Mpumalanaga', ';', 'Khayelitsha', 'in', 'the', 'Western', 'Cape', ';', 'Denver', ',', 'George', 'Koch', ',', 'and', 'Orange', 'Farm', 'in', 'Gauteng', ';', 'Ethekwini', 'and', 'Jozini', 'in', 'KwaZulu-Natal', ';', 'Nelson', 'Mandela', 'Bay', ',', 'Butterworth', ',', 'and', 'OR', 'Tambo', 'in', 'the', 'Eastern', 'Cape', ';', 'Pampierstad', 'in', 'the', 'Northern', 'Cape', ';', 'and', 'Maluti-a-Phofung', 'in', 'the', 'Free', 'State', '.'], ['O', 'O', 'B-C', 'I-C', 'I-C', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'], ['O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>Residents of Ravensmead on the Cape Flats staged a protest on Saturday</ARG1> <ARG0>against plans to accommodate victims of the Joe Slovo shack fire</ARG0> , SABC radio news reported .\n",
      "(['Residents', 'of', 'Ravensmead', 'on', 'the', 'Cape', 'Flats', 'staged', 'a', 'protest', 'on', 'Saturday', 'against', 'plans', 'to', 'accommodate', 'victims', 'of', 'the', 'Joe', 'Slovo', 'shack', 'fire', ',', 'SABC', 'radio', 'news', 'reported', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O', 'O', 'O', 'O', 'O', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>Two others were lynched by a mob</ARG1> , <ARG0>which suspected them of being supporters of the group</ARG0> .\n",
      "(['Two', 'others', 'were', 'lynched', 'by', 'a', 'mob', ',', 'which', 'suspected', 'them', 'of', 'being', 'supporters', 'of', 'the', 'group', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>Around 30,000 truck drivers countrywide began striking</ARG1> <SIG0>for</SIG0> <ARG0>better pay on Tuesday</ARG0> .\n",
      "(['Around', '30,000', 'truck', 'drivers', 'countrywide', 'began', 'striking', 'for', 'better', 'pay', 'on', 'Tuesday', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O'])\n",
      "The 60 - page charge sheet , filed by National Investigation Agency(NIA) on Saturday before a special court in New Delhi , details <ARG0>reconnaissance activities carried out by 50 - year-old Headley of the targets attacked by Lashker-e-Taiba(LeT) terrorists on November 26 , 2008</ARG0> that <ARG1><SIG0>left</SIG0> 166 people dead</ARG1> .\n",
      "(['The', '60', '-', 'page', 'charge', 'sheet', ',', 'filed', 'by', 'National', 'Investigation', 'Agency(NIA)', 'on', 'Saturday', 'before', 'a', 'special', 'court', 'in', 'New', 'Delhi', ',', 'details', 'reconnaissance', 'activities', 'carried', 'out', 'by', '50', '-', 'year-old', 'Headley', 'of', 'the', 'targets', 'attacked', 'by', 'Lashker-e-Taiba(LeT)', 'terrorists', 'on', 'November', '26', ',', '2008', 'that', 'left', '166', 'people', 'dead', '.'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>Heavy police presence was seen in the area</ARG1> <SIG0>due to</SIG0> <ARG0>the protest</ARG0> .\n",
      "(['Heavy', 'police', 'presence', 'was', 'seen', 'in', 'the', 'area', 'due', 'to', 'the', 'protest', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'O', 'B-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'I-S', 'O', 'O', 'O'])\n",
      "<ARG1>Telangana Rastra Samiti ( TRS ) on Thursday condemned arrests of Telangana protagonists from Adilabad district</ARG1> <ARG0><SIG0>to</SIG0> foil the ‘ Million March '</ARG0> .\n",
      "(['Telangana', 'Rastra', 'Samiti', '(', 'TRS', ')', 'on', 'Thursday', 'condemned', 'arrests', 'of', 'Telangana', 'protagonists', 'from', 'Adilabad', 'district', 'to', 'foil', 'the', '‘', 'Million', 'March', \"'\", '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG0><SIG0>Irked over</SIG0> the arrests</ARG0> , <ARG1>the protestors staged dharna</ARG1> .\n",
      "(['Irked', 'over', 'the', 'arrests', ',', 'the', 'protestors', 'staged', 'dharna', '.'], ['B-C', 'I-C', 'I-C', 'I-C', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'O'], ['B-S', 'I-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "It is being alleged that <ARG0>racism</ARG0> <ARG1><SIG0>could have been one of the triggers for</SIG0> the quarrel</ARG1> .\n",
      "(['It', 'is', 'being', 'alleged', 'that', 'racism', 'could', 'have', 'been', 'one', 'of', 'the', 'triggers', 'for', 'the', 'quarrel', '.'], ['O', 'O', 'O', 'O', 'O', 'B-C', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'I-S', 'I-S', 'I-S', 'I-S', 'I-S', 'I-S', 'I-S', 'O', 'O', 'O'])\n",
      "<ARG0>Police teargassing</ARG0> <ARG1><SIG0>was answered with</SIG0> a few gunshots in the air from one of the houses</ARG1> .\n",
      "(['Police', 'teargassing', 'was', 'answered', 'with', 'a', 'few', 'gunshots', 'in', 'the', 'air', 'from', 'one', 'of', 'the', 'houses', '.'], ['B-C', 'I-C', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O'], ['O', 'O', 'B-S', 'I-S', 'I-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "In <ARG0>retaliation</ARG0> , <ARG1>the police fired a few rounds in the air</ARG1> which finally capped the clashes .\n",
      "(['In', 'retaliation', ',', 'the', 'police', 'fired', 'a', 'few', 'rounds', 'in', 'the', 'air', 'which', 'finally', 'capped', 'the', 'clashes', '.'], ['O', 'B-C', 'I-C', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'O', 'O', 'O', 'O', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "In retaliation , <ARG0>the police fired a few rounds in the air</ARG0> <ARG1>which finally capped the clashes</ARG1> .\n",
      "(['In', 'retaliation', ',', 'the', 'police', 'fired', 'a', 'few', 'rounds', 'in', 'the', 'air', 'which', 'finally', 'capped', 'the', 'clashes', '.'], ['O', 'O', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>Scuffles broke out around noon</ARG1> when <ARG0>police attempted to seize their banners</ARG0> .\n",
      "(['Scuffles', 'broke', 'out', 'around', 'noon', 'when', 'police', 'attempted', 'to', 'seize', 'their', 'banners', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>They protested</ARG1> <ARG0>against the Circle Inspector 's highhandedness</ARG0> .\n",
      "(['They', 'protested', 'against', 'the', 'Circle', 'Inspector', \"'s\", 'highhandedness', '.'], ['B-E', 'I-E', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>The arrests came</ARG1> after <ARG0>residents took to the streets and barricaded roads</ARG0> .\n",
      "(['The', 'arrests', 'came', 'after', 'residents', 'took', 'to', 'the', 'streets', 'and', 'barricaded', 'roads', '.'], ['B-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>Residents started protesting on Sunday afternoon</ARG1> <SIG0>about</SIG0> <ARG0>a water shortage in Mothutlung</ARG0> .\n",
      "(['Residents', 'started', 'protesting', 'on', 'Sunday', 'afternoon', 'about', 'a', 'water', 'shortage', 'in', 'Mothutlung', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "On Monday , <ARG1>two people were killed</ARG1> , <ARG0><SIG0>allegedly by</SIG0> police , during the protests</ARG0> .\n",
      "(['On', 'Monday', ',', 'two', 'people', 'were', 'killed', ',', 'allegedly', 'by', 'police', ',', 'during', 'the', 'protests', '.'], ['O', 'O', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'I-S', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>They were on strike for about 65 days</ARG1> <ARG0><SIG0>protesting</SIG0> the low wages</ARG0> .\n",
      "(['They', 'were', 'on', 'strike', 'for', 'about', '65', 'days', 'protesting', 'the', 'low', 'wages', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'B-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>Lack of medical services</ARG1> <SIG0>because of</SIG0> <ARG0>the strike</ARG0> left several patients in agony .\n",
      "(['Lack', 'of', 'medical', 'services', 'because', 'of', 'the', 'strike', 'left', 'several', 'patients', 'in', 'agony', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'O', 'O', 'B-C', 'I-C', 'O', 'O', 'O', 'O', 'O', 'O'], ['O', 'O', 'O', 'O', 'B-S', 'I-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG0>Lack of medical services</ARG0> because of the strike <ARG1><SIG0>left</SIG0> several patients in agony</ARG1> .\n",
      "(['Lack', 'of', 'medical', 'services', 'because', 'of', 'the', 'strike', 'left', 'several', 'patients', 'in', 'agony', '.'], ['B-C', 'I-C', 'I-C', 'I-C', 'O', 'O', 'O', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG0><SIG0>Boycotting</SIG0> the classes and medical services</ARG0> , <ARG1>hundreds of junior doctors squatted at the hospital main building</ARG1> .\n",
      "(['Boycotting', 'the', 'classes', 'and', 'medical', 'services', ',', 'hundreds', 'of', 'junior', 'doctors', 'squatted', 'at', 'the', 'hospital', 'main', 'building', '.'], ['B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O'], ['B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>Two constables allegedly committed suicide in Nizamabad district</ARG1> <ARG0><SIG0>demanding</SIG0> statehood</ARG0> .\n",
      "(['Two', 'constables', 'allegedly', 'committed', 'suicide', 'in', 'Nizamabad', 'district', 'demanding', 'statehood', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'B-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O'])\n",
      "<ARG1>Thirty people were killed</ARG1> in <ARG0>the agitation</ARG0> , which also saw large scale damage to property .\n",
      "(['Thirty', 'people', 'were', 'killed', 'in', 'the', 'agitation', ',', 'which', 'also', 'saw', 'large', 'scale', 'damage', 'to', 'property', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "Thirty people were killed in <ARG0>the agitation</ARG0> , <ARG1>which also saw large scale damage to property</ARG1> .\n",
      "(['Thirty', 'people', 'were', 'killed', 'in', 'the', 'agitation', ',', 'which', 'also', 'saw', 'large', 'scale', 'damage', 'to', 'property', '.'], ['O', 'O', 'O', 'O', 'O', 'B-C', 'I-C', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "Participating in the protest YSRC city convenor P.G. Narasimha Radav , city general secretary S. Noorullah Quadri , State joint secretary B. Zaheer Ahmad Khan and State Minority Cell secretary M. Saleem Basha said that <ARG0>only stringent punishment such as death sentence</ARG0> <ARG1><SIG0>could act as a deterrent</SIG0> against such ‘ heinous crime ’</ARG1> .\n",
      "(['Participating', 'in', 'the', 'protest', 'YSRC', 'city', 'convenor', 'P.G.', 'Narasimha', 'Radav', ',', 'city', 'general', 'secretary', 'S.', 'Noorullah', 'Quadri', ',', 'State', 'joint', 'secretary', 'B.', 'Zaheer', 'Ahmad', 'Khan', 'and', 'State', 'Minority', 'Cell', 'secretary', 'M.', 'Saleem', 'Basha', 'said', 'that', 'only', 'stringent', 'punishment', 'such', 'as', 'death', 'sentence', 'could', 'act', 'as', 'a', 'deterrent', 'against', 'such', '‘', 'heinous', 'crime', '’', '.'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'I-S', 'I-S', 'I-S', 'I-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>Two men have been charged</ARG1> <SIG0>for</SIG0> <ARG0>their murders</ARG0> .\n",
      "(['Two', 'men', 'have', 'been', 'charged', 'for', 'their', 'murders', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O'])\n",
      "The DGP said <ARG1>steps have been taken</ARG1> <ARG0>to prevent the escalation of violence</ARG0> .\n",
      "(['The', 'DGP', 'said', 'steps', 'have', 'been', 'taken', 'to', 'prevent', 'the', 'escalation', 'of', 'violence', '.'], ['O', 'O', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>PFI activists later took out a march in the city</ARG1> <ARG0><SIG0>protesting</SIG0> against the police action</ARG0> .\n",
      "(['PFI', 'activists', 'later', 'took', 'out', 'a', 'march', 'in', 'the', 'city', 'protesting', 'against', 'the', 'police', 'action', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O'])\n",
      "Partial in Singareni The Telangana NGOs State associate president , M. Sudhakar , who took part in the protest at the Collectorate , said <ARG1>the fears being expressed by employees and workers</ARG1> <SIG0>owed mainly to</SIG0> <ARG0>the moves of the government</ARG0> .\n",
      "(['Partial', 'in', 'Singareni', 'The', 'Telangana', 'NGOs', 'State', 'associate', 'president', ',', 'M.', 'Sudhakar', ',', 'who', 'took', 'part', 'in', 'the', 'protest', 'at', 'the', 'Collectorate', ',', 'said', 'the', 'fears', 'being', 'expressed', 'by', 'employees', 'and', 'workers', 'owed', 'mainly', 'to', 'the', 'moves', 'of', 'the', 'government', '.'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'O', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'I-S', 'I-S', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>The protesters raised slogans</ARG1> <ARG0>against the government</ARG0> .\n",
      "(['The', 'protesters', 'raised', 'slogans', 'against', 'the', 'government', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'B-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<SIG0>As</SIG0> <ARG0>the violence spread</ARG0> , <ARG1>the curfew was later extended to eight more localities</ARG1> .\n",
      "(['As', 'the', 'violence', 'spread', ',', 'the', 'curfew', 'was', 'later', 'extended', 'to', 'eight', 'more', 'localities', '.'], ['O', 'B-C', 'I-C', 'I-C', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O'], ['B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>The Cheriyathura clash</ARG1> <ARG0><SIG0>was the outcome of</SIG0> a petty scuffle between two sections</ARG0> .\n",
      "(['The', 'Cheriyathura', 'clash', 'was', 'the', 'outcome', 'of', 'a', 'petty', 'scuffle', 'between', 'two', 'sections', '.'], ['B-E', 'I-E', 'I-E', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'B-S', 'I-S', 'I-S', 'I-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG0>Stones were thrown</ARG0> and <ARG1>a number of people were left injured</ARG1> .\n",
      "(['Stones', 'were', 'thrown', 'and', 'a', 'number', 'of', 'people', 'were', 'left', 'injured', '.'], ['B-C', 'I-C', 'I-C', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>Vehicles have also been used</ARG1> <ARG0><SIG0>to</SIG0> commit attacks on civilians in Nice and Berlin</ARG0> .\n",
      "(['Vehicles', 'have', 'also', 'been', 'used', 'to', 'commit', 'attacks', 'on', 'civilians', 'in', 'Nice', 'and', 'Berlin', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>Six protesters were injured</ARG1> in <ARG0>the firing</ARG0> .\n",
      "(['Six', 'protesters', 'were', 'injured', 'in', 'the', 'firing', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG0>This</ARG0> <ARG1><SIG0>resulted into</SIG0> a clash between the members of the two communities</ARG1> .\n",
      "(['This', 'resulted', 'into', 'a', 'clash', 'between', 'the', 'members', 'of', 'the', 'two', 'communities', '.'], ['B-C', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O'], ['O', 'B-S', 'I-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<SIG0>On</SIG0> <ARG0>learning about the incident</ARG0> , <ARG1>the local police rushed to the spot</ARG1> .\n",
      "(['On', 'learning', 'about', 'the', 'incident', ',', 'the', 'local', 'police', 'rushed', 'to', 'the', 'spot', '.'], ['O', 'B-C', 'I-C', 'I-C', 'I-C', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O'], ['B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG0>The four inmates who held her hostage</ARG0> were <ARG1>arrested</ARG1> .\n",
      "(['The', 'four', 'inmates', 'who', 'held', 'her', 'hostage', 'were', 'arrested', '.'], ['B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O', 'B-E', 'I-E'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "But <SIG0>as</SIG0> <ARG0>we work for the people</ARG0> , <ARG1>we obliged their request and released the men</ARG1> , ” said a Maoist leader who handed over the abducted to the tribal leaders .\n",
      "(['But', 'as', 'we', 'work', 'for', 'the', 'people', ',', 'we', 'obliged', 'their', 'request', 'and', 'released', 'the', 'men', ',', '”', 'said', 'a', 'Maoist', 'leader', 'who', 'handed', 'over', 'the', 'abducted', 'to', 'the', 'tribal', 'leaders', '.'], ['O', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'], ['O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "But as we work for the people , <ARG0>we obliged their request</ARG0> and <ARG1>released the men</ARG1> , ” said a Maoist leader who handed over the abducted to the tribal leaders .\n",
      "(['But', 'as', 'we', 'work', 'for', 'the', 'people', ',', 'we', 'obliged', 'their', 'request', 'and', 'released', 'the', 'men', ',', '”', 'said', 'a', 'Maoist', 'leader', 'who', 'handed', 'over', 'the', 'abducted', 'to', 'the', 'tribal', 'leaders', '.'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'O', 'B-E', 'I-E', 'I-E', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>It is not a time of celebration</ARG1> , <ARG0>there are no winners in this strike</ARG0> , '' Magara said .\n",
      "(['It', 'is', 'not', 'a', 'time', 'of', 'celebration', ',', 'there', 'are', 'no', 'winners', 'in', 'this', 'strike', ',', \"''\", 'Magara', 'said', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O', 'O', 'O', 'O', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>This</ARG1> was <ARG0><SIG0>to</SIG0> thwart economic well-being of the population</ARG0> .\n",
      "(['This', 'was', 'to', 'thwart', 'economic', 'well-being', 'of', 'the', 'population', '.'], ['B-E', 'I-E', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>They blocked access to the villages</ARG1> <SIG0>by</SIG0> <ARG0>cutting down trees</ARG0> .\n",
      "(['They', 'blocked', 'access', 'to', 'the', 'villages', 'by', 'cutting', 'down', 'trees', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O'])\n",
      "He said <ARG0>some 200 protesters became violent</ARG0> , and <ARG1>traffic had to be diverted</ARG1> .\n",
      "(['He', 'said', 'some', '200', 'protesters', 'became', 'violent', ',', 'and', 'traffic', 'had', 'to', 'be', 'diverted', '.'], ['O', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>The roads were first closed at 4:45am</ARG1> after <ARG0>protesters blockaded them with burning tyres .</ARG0>\n",
      "(['The', 'roads', 'were', 'first', 'closed', 'at', '4:45am', 'after', 'protesters', 'blockaded', 'them', 'with', 'burning', 'tyres', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "They said <ARG1>they would continue with the action</ARG1> <SIG0>until</SIG0> <ARG0>a concrete plan was in place</ARG0> .\n",
      "(['They', 'said', 'they', 'would', 'continue', 'with', 'the', 'action', 'until', 'a', 'concrete', 'plan', 'was', 'in', 'place', '.'], ['O', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG0>The attacks</ARG0> <ARG1><SIG0>resulted in</SIG0> over 250 deaths and injuries to more than 700 people</ARG1> .\n",
      "(['The', 'attacks', 'resulted', 'in', 'over', '250', 'deaths', 'and', 'injuries', 'to', 'more', 'than', '700', 'people', '.'], ['B-C', 'I-C', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O'], ['O', 'O', 'B-S', 'I-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<SIG0>Following</SIG0> <ARG0>our march</ARG0> <ARG1>the WCED gave us a letter saying the following would happen</ARG1> :\n",
      "(['Following', 'our', 'march', 'the', 'WCED', 'gave', 'us', 'a', 'letter', 'saying', 'the', 'following', 'would', 'happen', ':'], ['O', 'B-C', 'I-C', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O'], ['B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "In all , <ARG1>58 persons were arrested</ARG1> <SIG0>for</SIG0> <ARG0>indulging in violence</ARG0> .\n",
      "(['In', 'all', ',', '58', 'persons', 'were', 'arrested', 'for', 'indulging', 'in', 'violence', '.'], ['O', 'O', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O'])\n",
      "<ARG0>The LMC workers later protested</ARG0> <SIG0>by</SIG0> <ARG1>dumping garbage on the Hardoi road and blocking traffic</ARG1> .\n",
      "(['The', 'LMC', 'workers', 'later', 'protested', 'by', 'dumping', 'garbage', 'on', 'the', 'Hardoi', 'road', 'and', 'blocking', 'traffic', '.'], ['B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O'], ['O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "But <ARG1>Nithin would continue his hunger strike</ARG1> <SIG0>by</SIG0> <ARG0>not eating anything</ARG0> , he added .\n",
      "(['But', 'Nithin', 'would', 'continue', 'his', 'hunger', 'strike', 'by', 'not', 'eating', 'anything', ',', 'he', 'added', '.'], ['O', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'O', 'O', 'O', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>The fifth year students of Integrated Pharmaceutical Chemistry ( IPC ) have been protesting since 13 days</ARG1> <ARG0><SIG0>demanding</SIG0> division of IPC from Chemistry department</ARG0> .\n",
      "(['The', 'fifth', 'year', 'students', 'of', 'Integrated', 'Pharmaceutical', 'Chemistry', '(', 'IPC', ')', 'have', 'been', 'protesting', 'since', '13', 'days', 'demanding', 'division', 'of', 'IPC', 'from', 'Chemistry', 'department', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG0>Other explosions</ARG0> <ARG1>cut railway lines between the sprawling township and Johannesburg</ARG1> .\n",
      "(['Other', 'explosions', 'cut', 'railway', 'lines', 'between', 'the', 'sprawling', 'township', 'and', 'Johannesburg', '.'], ['B-C', 'I-C', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>The members will not keep quiet</ARG1> <SIG0>if</SIG0> <ARG0>the protest was withdrawn without any assurance</ARG0> .\n",
      "(['The', 'members', 'will', 'not', 'keep', 'quiet', 'if', 'the', 'protest', 'was', 'withdrawn', 'without', 'any', 'assurance', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG0>These aspirations</ARG0> <ARG1><SIG0>were behind</SIG0> the series of demonstrations and rallies held last Sunday</ARG1> .\n",
      "(['These', 'aspirations', 'were', 'behind', 'the', 'series', 'of', 'demonstrations', 'and', 'rallies', 'held', 'last', 'Sunday', '.'], ['B-C', 'I-C', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O'], ['O', 'O', 'B-S', 'I-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>This strike</ARG1> is causing huge disruptions and <SIG0>all because of</SIG0> <ARG0>a one percent wage increase</ARG0> .\n",
      "(['This', 'strike', 'is', 'causing', 'huge', 'disruptions', 'and', 'all', 'because', 'of', 'a', 'one', 'percent', 'wage', 'increase', '.'], ['B-E', 'I-E', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'I-S', 'I-S', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG0>This strike</ARG0> <ARG1><SIG0>is causing</SIG0> huge disruptions</ARG1> and all because of a one percent wage increase .\n",
      "(['This', 'strike', 'is', 'causing', 'huge', 'disruptions', 'and', 'all', 'because', 'of', 'a', 'one', 'percent', 'wage', 'increase', '.'], ['B-C', 'I-C', 'B-E', 'I-E', 'I-E', 'I-E', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'], ['O', 'O', 'B-S', 'I-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "In <ARG0>the melee</ARG0> , <ARG1>Ms. Rajakumari lost her consciousness</ARG1> .\n",
      "(['In', 'the', 'melee', ',', 'Ms.', 'Rajakumari', 'lost', 'her', 'consciousness', '.'], ['O', 'B-C', 'I-C', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>Protestors had made the road completely impassable</ARG1> <SIG0>by</SIG0> <ARG0>adding more stones</ARG0> .\n",
      "(['Protestors', 'had', 'made', 'the', 'road', 'completely', 'impassable', 'by', 'adding', 'more', 'stones', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O'])\n",
      "However , <ARG0>trade unions refused to accept it</ARG0> and <ARG1>continued their strike</ARG1> .\n",
      "(['However', ',', 'trade', 'unions', 'refused', 'to', 'accept', 'it', 'and', 'continued', 'their', 'strike', '.'], ['O', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O', 'B-E', 'I-E', 'I-E', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>This false propaganda is being carried out</ARG1> <ARG0>against the agitation in Singur</ARG0> .\n",
      "(['This', 'false', 'propaganda', 'is', 'being', 'carried', 'out', 'against', 'the', 'agitation', 'in', 'Singur', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>The lawyers are on a strike since Thursday</ARG1> after <ARG0>the incident</ARG0> .\n",
      "(['The', 'lawyers', 'are', 'on', 'a', 'strike', 'since', 'Thursday', 'after', 'the', 'incident', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>We will continue to boycott the work in all courts</ARG1> <SIG0>till</SIG0> <ARG0>the District Magistrate looks into our demands</ARG0> , ” Samal said .\n",
      "(['We', 'will', 'continue', 'to', 'boycott', 'the', 'work', 'in', 'all', 'courts', 'till', 'the', 'District', 'Magistrate', 'looks', 'into', 'our', 'demands', ',', '”', 'Samal', 'said', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O', 'O', 'O', 'O', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "`` We suspect that <ARG0>he pulled the trigger</ARG0> <SIG0>that</SIG0> <ARG1>killed Chika</ARG1> '' .\n",
      "(['``', 'We', 'suspect', 'that', 'he', 'pulled', 'the', 'trigger', 'that', 'killed', 'Chika', \"''\", '.'], ['O', 'O', 'O', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'O', 'B-E', 'I-E', 'O', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O'])\n",
      "“ I think independent film producers have the responsibility to document what mainstream media failed to report on. ” But on the eve of the protests ’ second anniversary , Chan claims <ARG1>all of Hong Kong ’ s major cinemas are refusing to show his film</ARG1> , <SIG0>the result , he suspects , of</SIG0> <ARG0>creeping self-censorship</ARG0> as businesses shy away from offending Beijing .\n",
      "(['“', 'I', 'think', 'independent', 'film', 'producers', 'have', 'the', 'responsibility', 'to', 'document', 'what', 'mainstream', 'media', 'failed', 'to', 'report', 'on.', '”', 'But', 'on', 'the', 'eve', 'of', 'the', 'protests', '’', 'second', 'anniversary', ',', 'Chan', 'claims', 'all', 'of', 'Hong', 'Kong', '’', 's', 'major', 'cinemas', 'are', 'refusing', 'to', 'show', 'his', 'film', ',', 'the', 'result', ',', 'he', 'suspects', ',', 'of', 'creeping', 'self-censorship', 'as', 'businesses', 'shy', 'away', 'from', 'offending', 'Beijing', '.'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-C', 'I-C', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'I-S', 'I-S', 'I-S', 'I-S', 'I-S', 'I-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "“ I think independent film producers have the responsibility to document what mainstream media failed to report on. ” But on the eve of the protests ’ second anniversary , Chan claims all of Hong Kong ’ s major cinemas are refusing to show his film , the result , he suspects , of <ARG1>creeping self-censorship</ARG1> <SIG0>as</SIG0> <ARG0>businesses shy away from offending Beijing</ARG0> .\n",
      "(['“', 'I', 'think', 'independent', 'film', 'producers', 'have', 'the', 'responsibility', 'to', 'document', 'what', 'mainstream', 'media', 'failed', 'to', 'report', 'on.', '”', 'But', 'on', 'the', 'eve', 'of', 'the', 'protests', '’', 'second', 'anniversary', ',', 'Chan', 'claims', 'all', 'of', 'Hong', 'Kong', '’', 's', 'major', 'cinemas', 'are', 'refusing', 'to', 'show', 'his', 'film', ',', 'the', 'result', ',', 'he', 'suspects', ',', 'of', 'creeping', 'self-censorship', 'as', 'businesses', 'shy', 'away', 'from', 'offending', 'Beijing', '.'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "Will <ARG0>the unprecedented protests</ARG0> <ARG1><SIG1>embolden</SIG1> them to fight for their beliefs in future , or <SIG0>convince</SIG0> them that resistance to Beijing ’ s will is futile</ARG1> ?\n",
      "(['Will', 'the', 'unprecedented', 'protests', 'embolden', 'them', 'to', 'fight', 'for', 'their', 'beliefs', 'in', 'future', ',', 'or', 'convince', 'them', 'that', 'resistance', 'to', 'Beijing', '’', 's', 'will', 'is', 'futile', '?'], ['O', 'B-C', 'I-C', 'I-C', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O'], ['O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "Will the unprecedented protests <ARG1>embolden them to fight</ARG1> <SIG0>for</SIG0> <ARG0>their beliefs in future</ARG0> , or convince them that resistance to Beijing ’ s will is futile ?\n",
      "(['Will', 'the', 'unprecedented', 'protests', 'embolden', 'them', 'to', 'fight', 'for', 'their', 'beliefs', 'in', 'future', ',', 'or', 'convince', 'them', 'that', 'resistance', 'to', 'Beijing', '’', 's', 'will', 'is', 'futile', '?'], ['O', 'O', 'O', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<SIG0>In case</SIG0> <ARG0>the government does not change its stand</ARG0> , <ARG1>we will further intensify our stir</ARG1> .\n",
      "(['In', 'case', 'the', 'government', 'does', 'not', 'change', 'its', 'stand', ',', 'we', 'will', 'further', 'intensify', 'our', 'stir', '.'], ['O', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O'], ['B-S', 'I-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "However , Nitish Kumar termed <ARG1>the shutdown</ARG1> <ARG0><SIG0>opposed to</SIG0> development</ARG0> .\n",
      "(['However', ',', 'Nitish', 'Kumar', 'termed', 'the', 'shutdown', 'opposed', 'to', 'development', '.'], ['O', 'O', 'O', 'O', 'O', 'B-E', 'I-E', 'B-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'I-S', 'O', 'O'])\n",
      "<SIG0>If</SIG0> <ARG0>it does not act</ARG0> , <ARG1>the protests will continue</ARG1> .\n",
      "(['If', 'it', 'does', 'not', 'act', ',', 'the', 'protests', 'will', 'continue', '.'], ['O', 'B-C', 'I-C', 'I-C', 'I-C', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'O'], ['B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>He has been on indefinite hunger strike since August 25</ARG1> <ARG0><SIG0>in support of</SIG0> united Andhra Pradesh</ARG0> .\n",
      "(['He', 'has', 'been', 'on', 'indefinite', 'hunger', 'strike', 'since', 'August', '25', 'in', 'support', 'of', 'united', 'Andhra', 'Pradesh', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'I-S', 'I-S', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>Night halt services to remote villages were suspended</ARG1> <SIG0>following</SIG0> <ARG0>the bandh call</ARG0> .\n",
      "(['Night', 'halt', 'services', 'to', 'remote', 'villages', 'were', 'suspended', 'following', 'the', 'bandh', 'call', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>Khan 's boycott will be largely symbolic</ARG1> <SIG0>because</SIG0> <ARG0>he is seen as a ceremonial head</ARG0> .\n",
      "(['Khan', \"'s\", 'boycott', 'will', 'be', 'largely', 'symbolic', 'because', 'he', 'is', 'seen', 'as', 'a', 'ceremonial', 'head', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>The incident sent shock waves among devotees and archakas</ARG1> <ARG0>who were witness to the attack</ARG0> .\n",
      "(['The', 'incident', 'sent', 'shock', 'waves', 'among', 'devotees', 'and', 'archakas', 'who', 'were', 'witness', 'to', 'the', 'attack', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG0>Her driver drove the SUV and hit him</ARG0> <ARG1><SIG0>causing</SIG0> injuries to his hands and legs</ARG1> .\n",
      "(['Her', 'driver', 'drove', 'the', 'SUV', 'and', 'hit', 'him', 'causing', 'injuries', 'to', 'his', 'hands', 'and', 'legs', '.'], ['B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<SIG0>Had</SIG0> <ARG0>the administration wanted</ARG0> <ARG1>it could have averted the incident</ARG1> .\n",
      "(['Had', 'the', 'administration', 'wanted', 'it', 'could', 'have', 'averted', 'the', 'incident', '.'], ['O', 'B-C', 'I-C', 'I-C', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O'], ['B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "However , <ARG1>local villagers resisted the searches</ARG1> , <ARG0>saying there were no militants hiding there</ARG0> .\n",
      "(['However', ',', 'local', 'villagers', 'resisted', 'the', 'searches', ',', 'saying', 'there', 'were', 'no', 'militants', 'hiding', 'there', '.'], ['O', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>India stalled cricketing ties</ARG1> in the aftermath of <ARG0>2008 Mumbai terrorist attack</ARG0> .\n",
      "(['India', 'stalled', 'cricketing', 'ties', 'in', 'the', 'aftermath', 'of', '2008', 'Mumbai', 'terrorist', 'attack', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'O', 'O', 'O', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>A bodyguard of Javed was killed</ARG1> in <ARG0>that attack</ARG0> .\n",
      "(['A', 'bodyguard', 'of', 'Javed', 'was', 'killed', 'in', 'that', 'attack', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>Mr. Chandy was not condemning violence by RSS workers</ARG1> <ARG0><SIG0>to</SIG0> get RSS support</ARG0> , he added .\n",
      "(['Mr.', 'Chandy', 'was', 'not', 'condemning', 'violence', 'by', 'RSS', 'workers', 'to', 'get', 'RSS', 'support', ',', 'he', 'added', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'B-C', 'I-C', 'I-C', 'I-C', 'O', 'O', 'O', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>Police arrested two women</ARG1> <SIG0>for</SIG0> <ARG0>allegedly looting the business that was set alight</ARG0> .\n",
      "(['Police', 'arrested', 'two', 'women', 'for', 'allegedly', 'looting', 'the', 'business', 'that', 'was', 'set', 'alight', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>Another person was arrested</ARG1> <SIG0>for</SIG0> <ARG0>setting fire to the councillor 's house</ARG0> .\n",
      "(['Another', 'person', 'was', 'arrested', 'for', 'setting', 'fire', 'to', 'the', 'councillor', \"'s\", 'house', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<ARG1>Three terrorists have been killed</ARG1> in <ARG0>this gunfight</ARG0> , which is still going on .\n",
      "(['Three', 'terrorists', 'have', 'been', 'killed', 'in', 'this', 'gunfight', ',', 'which', 'is', 'still', 'going', 'on', '.'], ['B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'O', 'O', 'O', 'O', 'O', 'O', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "In <ARG0>the gunfight that ensued</ARG0> , <ARG1>three guerrillas have been killed</ARG1> , the atrmy spokesman said .\n",
      "(['In', 'the', 'gunfight', 'that', 'ensued', ',', 'three', 'guerrillas', 'have', 'been', 'killed', ',', 'the', 'atrmy', 'spokesman', 'said', '.'], ['O', 'B-C', 'I-C', 'I-C', 'I-C', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'O', 'O', 'O', 'O', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "DA MP Andrew Whitfield said <ARG1>he would ask police commissioner General Khehla Sitole</ARG1> <ARG0><SIG0>to</SIG0> activate the National Joint Operations and Intelligence Structure ( Natjoints )</ARG0> to intervene to curb violence , protect infrastructure and prevent further damage to the economy arising out of events such as looting , attacks on foreign nationals and the torching of trucks in an ongoing labour protest .\n",
      "(['DA', 'MP', 'Andrew', 'Whitfield', 'said', 'he', 'would', 'ask', 'police', 'commissioner', 'General', 'Khehla', 'Sitole', 'to', 'activate', 'the', 'National', 'Joint', 'Operations', 'and', 'Intelligence', 'Structure', '(', 'Natjoints', ')', 'to', 'intervene', 'to', 'curb', 'violence', ',', 'protect', 'infrastructure', 'and', 'prevent', 'further', 'damage', 'to', 'the', 'economy', 'arising', 'out', 'of', 'events', 'such', 'as', 'looting', ',', 'attacks', 'on', 'foreign', 'nationals', 'and', 'the', 'torching', 'of', 'trucks', 'in', 'an', 'ongoing', 'labour', 'protest', '.'], ['O', 'O', 'O', 'O', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "DA MP Andrew Whitfield said he would ask police commissioner General Khehla Sitole <ARG1>to activate the National Joint Operations and Intelligence Structure ( Natjoints )</ARG1> <ARG0><SIG0>to</SIG0> intervene</ARG0> to curb violence , protect infrastructure and prevent further damage to the economy arising out of events such as looting , attacks on foreign nationals and the torching of trucks in an ongoing labour protest .\n",
      "(['DA', 'MP', 'Andrew', 'Whitfield', 'said', 'he', 'would', 'ask', 'police', 'commissioner', 'General', 'Khehla', 'Sitole', 'to', 'activate', 'the', 'National', 'Joint', 'Operations', 'and', 'Intelligence', 'Structure', '(', 'Natjoints', ')', 'to', 'intervene', 'to', 'curb', 'violence', ',', 'protect', 'infrastructure', 'and', 'prevent', 'further', 'damage', 'to', 'the', 'economy', 'arising', 'out', 'of', 'events', 'such', 'as', 'looting', ',', 'attacks', 'on', 'foreign', 'nationals', 'and', 'the', 'torching', 'of', 'trucks', 'in', 'an', 'ongoing', 'labour', 'protest', '.'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'B-C', 'I-C', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "DA MP Andrew Whitfield said he would ask police commissioner General Khehla Sitole to activate the National Joint Operations and Intelligence Structure ( Natjoints ) <ARG1>to intervene</ARG1> <ARG0><SIG0>to</SIG0> curb violence , protect infrastructure and prevent further damage to the economy</ARG0> arising out of events such as looting , attacks on foreign nationals and the torching of trucks in an ongoing labour protest .\n",
      "(['DA', 'MP', 'Andrew', 'Whitfield', 'said', 'he', 'would', 'ask', 'police', 'commissioner', 'General', 'Khehla', 'Sitole', 'to', 'activate', 'the', 'National', 'Joint', 'Operations', 'and', 'Intelligence', 'Structure', '(', 'Natjoints', ')', 'to', 'intervene', 'to', 'curb', 'violence', ',', 'protect', 'infrastructure', 'and', 'prevent', 'further', 'damage', 'to', 'the', 'economy', 'arising', 'out', 'of', 'events', 'such', 'as', 'looting', ',', 'attacks', 'on', 'foreign', 'nationals', 'and', 'the', 'torching', 'of', 'trucks', 'in', 'an', 'ongoing', 'labour', 'protest', '.'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-E', 'I-E', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "DA MP Andrew Whitfield said he would ask police commissioner General Khehla Sitole to activate the National Joint Operations and Intelligence Structure ( Natjoints ) to intervene to curb violence , protect infrastructure and prevent further <ARG1>damage to the economy</ARG1> <SIG0>arising out of</SIG0> <ARG0>events such as looting , attacks on foreign nationals and the torching of trucks in an ongoing labour protest</ARG0> .\n",
      "(['DA', 'MP', 'Andrew', 'Whitfield', 'said', 'he', 'would', 'ask', 'police', 'commissioner', 'General', 'Khehla', 'Sitole', 'to', 'activate', 'the', 'National', 'Joint', 'Operations', 'and', 'Intelligence', 'Structure', '(', 'Natjoints', ')', 'to', 'intervene', 'to', 'curb', 'violence', ',', 'protect', 'infrastructure', 'and', 'prevent', 'further', 'damage', 'to', 'the', 'economy', 'arising', 'out', 'of', 'events', 'such', 'as', 'looting', ',', 'attacks', 'on', 'foreign', 'nationals', 'and', 'the', 'torching', 'of', 'trucks', 'in', 'an', 'ongoing', 'labour', 'protest', '.'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'O', 'O', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'I-S', 'I-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "People block road traffic on NH 210 : <ARG1>One person was injured</ARG1> when <ARG0>a group of DMK men allegedly attacked him and some others at Sholandur near R.S. Mangalam on Monday</ARG0> .\n",
      "(['People', 'block', 'road', 'traffic', 'on', 'NH', '210', ':', 'One', 'person', 'was', 'injured', 'when', 'a', 'group', 'of', 'DMK', 'men', 'allegedly', 'attacked', 'him', 'and', 'some', 'others', 'at', 'Sholandur', 'near', 'R.S.', 'Mangalam', 'on', 'Monday', '.'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "On July 28 , <ARG0>an argument between two shopkeepers</ARG0> <ARG1><SIG0>had led to</SIG0> a communal flare-up</ARG1> .\n",
      "(['On', 'July', '28', ',', 'an', 'argument', 'between', 'two', 'shopkeepers', 'had', 'led', 'to', 'a', 'communal', 'flare-up', '.'], ['O', 'O', 'O', 'O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-S', 'I-S', 'I-S', 'O', 'O', 'O', 'O'])\n",
      "As the Muslims and tribals clashed , <ARG1>eight people were injured</ARG1> in <ARG0>police firing</ARG0> .\n",
      "(['As', 'the', 'Muslims', 'and', 'tribals', 'clashed', ',', 'eight', 'people', 'were', 'injured', 'in', 'police', 'firing', '.'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "<SIG0>As</SIG0> <ARG0>the Muslims and tribals clashed</ARG0> , eight people were injured in <ARG1>police firing</ARG1> .\n",
      "(['As', 'the', 'Muslims', 'and', 'tribals', 'clashed', ',', 'eight', 'people', 'were', 'injured', 'in', 'police', 'firing', '.'], ['O', 'B-C', 'I-C', 'I-C', 'I-C', 'I-C', 'O', 'O', 'O', 'O', 'O', 'O', 'B-E', 'I-E', 'O'], ['B-S', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "Of the five flat occupants , <ARG1>Atif Ameen and Mohd Sajid were killed</ARG1> during <ARG0>the encounter</ARG0> .\n",
      "(['Of', 'the', 'five', 'flat', 'occupants', ',', 'Atif', 'Ameen', 'and', 'Mohd', 'Sajid', 'were', 'killed', 'during', 'the', 'encounter', '.'], ['O', 'O', 'O', 'O', 'O', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n",
      "He dismissed as unfounded earlier reports that <ARG1>a student was killed</ARG1> during <ARG0>the melee</ARG0> .\n",
      "(['He', 'dismissed', 'as', 'unfounded', 'earlier', 'reports', 'that', 'a', 'student', 'was', 'killed', 'during', 'the', 'melee', '.'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'B-E', 'I-E', 'I-E', 'I-E', 'O', 'B-C', 'I-C', 'O'], ['O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O', 'O'])\n"
     ]
    }
   ],
   "source": [
    "for causal_text_w_pairs in datasets['train']['causal_text_w_pairs']:\n",
    "    for sent in eval(causal_text_w_pairs):\n",
    "        print(sent)\n",
    "        print(get_BIO_all(sent))"
   ]
  }
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